Why Veridicta
You cannot ask the model that invented a citation to verify it.
The two obvious alternatives both fall short. A language model has no ground truth to check against. An AI-detector answers a different question entirely. Veridicta checks the one thing that actually matters: do the sources exist, and do the quotes hold up.
Side by side
The alternatives, compared honestly.
| Capability | Tell an AI to verify it | AI-detectors | Veridicta |
|---|---|---|---|
| Checks each citation against real databases | No. It re-reads with the same model that may have written it. | No. They score writing style, not sources. | Yes. Crossref, OpenAlex and arXiv. |
| Has ground truth to check against | None. It generates plausible-sounding text. | A statistical model, not a source. | A retrievable source behind every verdict. |
| Catches a citation that does not exist | Unreliable. It can confirm a fake. | Not what they do. | Yes. Names what resolved and what did not. |
| Verifies a quote is real and verbatim | No. It can hallucinate the match. | No. | Yes, with a side-by-side diff. |
| Never flags honest work as AI-written | Does not judge authorship. | Flags it, and is often wrong. | Does not judge authorship. |
| Produces shareable proof for a client or court | Nothing to hand over. | A probability score. | A tamper-evident certificate and link. |
| Shows its work with auditable evidence | No. | No. A black-box score. | Yes. Evidence on every citation. |
| Catches problems before you publish | Only if you happen to re-check. | Flags style, not facts. | Yes. Pre-publication, by design. |
- Tell an AI to verify it
- No. It re-reads with the same model that may have written it.
- AI-detectors
- No. They score writing style, not sources.
- Veridicta
- Yes. Crossref, OpenAlex and arXiv.
- Tell an AI to verify it
- None. It generates plausible-sounding text.
- AI-detectors
- A statistical model, not a source.
- Veridicta
- A retrievable source behind every verdict.
- Tell an AI to verify it
- Unreliable. It can confirm a fake.
- AI-detectors
- Not what they do.
- Veridicta
- Yes. Names what resolved and what did not.
- Tell an AI to verify it
- No. It can hallucinate the match.
- AI-detectors
- No.
- Veridicta
- Yes, with a side-by-side diff.
- Tell an AI to verify it
- Does not judge authorship.
- AI-detectors
- Flags it, and is often wrong.
- Veridicta
- Does not judge authorship.
- Tell an AI to verify it
- Nothing to hand over.
- AI-detectors
- A probability score.
- Veridicta
- A tamper-evident certificate and link.
- Tell an AI to verify it
- No.
- AI-detectors
- No. A black-box score.
- Veridicta
- Yes. Evidence on every citation.
- Tell an AI to verify it
- Only if you happen to re-check.
- AI-detectors
- Flags style, not facts.
- Veridicta
- Yes. Pre-publication, by design.
Why asking an AI to verify it fails
The model that drafted your document has no ground truth. It produces text that is statistically plausible, which is exactly how fabricated citations get written in the first place. Asking the same kind of model to check them invites the same failure twice.
Worse, a model will often confirm a citation that does not exist, complete with a confident summary of a paper nobody ever wrote. It is not looking anything up. It is predicting what a verification would sound like.
Why AI-detectors fail
AI-detectors guess whether text was machine-written. The approach is probabilistic and has been shown to be unreliable, with documented false positives against human authors, non-native English writers and ordinary edited prose.
Even when a detector is right, it answers the wrong question. Whether a passage reads as AI-written tells you nothing about whether the sources under it are real. A perfectly human-written report can still cite a paper that does not exist.
Why Veridicta is different
Veridicta does not judge authorship and does not guess. It resolves each citation against real databases, checks quotes word for word, and attaches retrievable evidence to every verdict. Either a DOI resolves or it does not.
The result is something you can defend: a tamper-evident certificate that names what was checked, what was found, and where it looked. Evidence for human review, with the reviewer always in the loop.
Check the sources, not the style.
Run the demo and watch Veridicta catch a citation that does not exist.